Assessing the influence of smoking on inflammatory markers in bacillus Calmette Guérin response among bladder cancer patients: a novel machine-learning approach

Our study provides an insight into the influence of smoking on inflammatory markers and BCG response in NMIBC patients. Our machine-learning approach provides clinicians a valuable tool for risk stratification, treatment, and decision-making. Future research in larger prospective cohorts is required for validating these findings.

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Publication Details

Journal
Minerva Urology and Nephrology
Published
2024-12-03
DOI
https://doi.org/10.23736/s2724-6051.24.05876-2
Citations
11
Primary Topic
Bladder and Urothelial Cancer Treatments
Type
article
Field-Weighted Citation Impact
6.30
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article

Assessing the influence of smoking on inflammatory markers in bacillus Calmette Guérin response among bladder cancer patients: a novel machine-learning approach

Ciprian Todea-Moga, Giuseppe Carrieri, Achille Aveta, Roberto Contieri et al.
11 citations
Minerva Urology and Nephrology
Bladder and Urothelial Cancer Treatments
6.30
article

Assessing the influence of smoking on inflammatory markers in bacillus Calmette Guérin response among bladder cancer patients: a novel machine-learning approach

Ciprian Todea-Moga, Giuseppe Carrieri, Achille Aveta, Roberto Contieri, Ugo Giovanni Falagario, Giuseppe Lucarelli, Marco Borghesi, Francesco Soria, Matteo Ferro, E. Montanari, Octavian Sabin Tătaru, Francesco Lasorsa, Sisto Perdonà, Daniela Terracciano, Giovanni Lughezzani, Paolo Gontero, Francesco Porpiglia, Massimo Lazzeri, Nicolò Maria Buffi, Luigi Schips, Bernardo Rocco, Michele Catellani, Carlo Terrone, Marco TOZZI, Michele Marchioni, Gennaro Musi, Pasquale Ditonno, Felice Crocetto, Ottavio De Cobelli, Giorgio Ivan Russo, Savino M. Di Stasi, Gian Maria Busetto, Riccardo Autorino, Cristian Fiori, Martina Maggi, Roberto Bianchi, Francesco Alessandro Mistretta, Pierluigi Bove, Maria Chiara Sighinolfi, Alessandro Antonelli, Francesco Cantiello, Giuseppe Fallara, Savio Domenico Pandolfo, Francesco Claps, Rodolfo Hurle, Letizia M. JANELLO, Alessandro Veccia, Stefano Luzzago, Biagio Barone, Raul Dumitru Gherasim, Andrea Mari, Andrea Minervini, Francesco Del Giudice, Matteo Manfredi
article en
11 citations

Abstract

Our study provides an insight into the influence of smoking on inflammatory markers and BCG response in NMIBC patients. Our machine-learning approach provides clinicians a valuable tool for risk stratification, treatment, and decision-making. Future research in larger prospective cohorts is required for validating these findings.

Minerva Urology and NephrologyVol. 77(3)
University of Foggia (IT), University of Pisa (IT), University of Rome Tor Vergata (IT), University of Verona (IT), Rush University Medical Center (US), Humanitas University (IT), University of Milan (IT), Universitatea de Medicină, Farmacie, Științe și Tehnologie „George Emil Palade” din Târgu Mureș (RO), Magna Graecia University (IT), University of Catania (IT), University of Chieti-Pescara (IT), Azienda Ospedaliera Universitaria Integrata Verona (IT), Ospedale San Carlo (IT), Ospedale Papa Giovanni XXIII (IT), Ospedale San Paolo (IT), Federico II University Hospital (IT), Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale" (IT), Ospedale San Luigi Gonzaga (IT), Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, University of Florence (IT), University of Turin (IT), University of Bari Aldo Moro (IT), University of Naples Federico II (IT), University of Genoa (IT), Sapienza University of Rome (IT)
Good health and well-being
Openalex Percentile: Top 3%
Bladder and Urothelial Cancer Treatments
6.30
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